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Altair is getting pretty good. It's a bit like ggplot in that it's declarative, though I wouldn't suggest dropping R for this any time soon. https://altair-viz

• koningrobot 7y ago
  Another option is to use plotnine, which is intended to be a ggplot2 clone. It uses matplotlib under the hood, so if something isn't right you can tweak it. That was the main drawback I found with Altair: your declarative code is almost literally dumped to a json file and then rendered by a process external to Python, so good luck tweaking your plot. https://github.com/has2k1/plotnine https://github.com/has2k1/plotnine
• RobinL 7y ago
  I think there are some pretty good arguments for why Altair (which is just Python bindings for Vega Lite) should be people's first choice. I've written about this here https://medium.com/@robin.linacre/why-im-backing-vega-lite-as-our-default-tool-for-data-visualisation-51c20970df39 https://medium.com/@robin.linacre/why-im-backing-vega-lite-a.... In my mind, ggplot2 is actually more comparable to matplotlib in that it's more expressive, but less intuitive. It's interesting that the 'successor' to ggplot2,ggvis (which is on ice) , used Vega as a backend.